Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "160" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 110 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 105 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.62% | 25.41% | 0.312579 | -0.852205 | 3.203520 | 0.727554 | 0.994681 | 0.507662 | 2.115006 | 0.739769 | 0.7820 | 0.7960 | 0.2441 | 3.564045 | 3.286929 |
| 2459593 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.15% | 3.23% | 1.046261 | -0.390510 | 3.791451 | 1.500609 | 1.869507 | 1.284020 | 3.581576 | 0.225861 | 0.7446 | 0.7455 | 0.2494 | 2.398173 | 2.340303 |
| 2459592 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.021317 | -0.936618 | 0.406210 | -0.428112 | 0.846129 | 0.000142 | 1.108258 | -0.041703 | 0.0420 | 0.0329 | 0.0005 | nan | nan |
| 2459591 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.045331 | -0.481776 | 4.452259 | 1.411859 | 0.787941 | 1.598620 | -0.783667 | -0.384735 | 0.6735 | 0.6914 | 0.3644 | 5.246412 | 4.446966 |
| 2459590 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.573297 | -0.196089 | 3.955836 | 0.866935 | 0.985922 | 1.810788 | 2.695345 | -0.292809 | 0.6734 | 0.6879 | 0.3571 | 6.266543 | 5.737740 |
| 2459589 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.69% | 20.43% | -0.134064 | -0.525558 | 2.921890 | 0.377143 | 0.752123 | 0.067665 | 1.224032 | 0.021853 | 0.7103 | 0.7112 | 0.2833 | 1.867044 | 1.890745 |
| 2459588 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.887958 | -0.810293 | 4.766911 | 1.540346 | 0.467577 | 1.176071 | 2.059270 | 0.027434 | 0.7856 | 0.7776 | 0.2151 | 10.131133 | 7.811253 |
| 2459587 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 351.754851 | 354.478890 | inf | inf | 38.401837 | 102.847061 | 275.432028 | 512.757971 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459586 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 7.03% | 0.00% | -0.200364 | -0.817886 | -0.880946 | -0.352871 | -1.156894 | 1.301440 | 0.536339 | -0.478779 | 0.6526 | 0.6699 | 0.3611 | 1.641791 | 1.624121 |
| 2459585 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.370064 | 0.837210 | -0.225860 | 1.748476 | 1.482618 | 2.837655 | 0.848394 | 0.717942 | 0.0382 | 0.0428 | 0.0030 | 0.000000 | 0.000000 |
| 2459584 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.679551 | 0.279319 | 6.296145 | -0.421863 | 9.681608 | -0.191986 | 4.766734 | 1.981042 | 0.6156 | 0.6279 | 0.3597 | 0.000000 | 0.000000 |
| 2459583 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.536739 | -0.309300 | 2.659081 | -0.695222 | 0.230126 | 1.284899 | 4.541793 | 0.907173 | 0.6743 | 0.6906 | 0.3771 | 4.284896 | 4.060691 |
| 2459582 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.70% | 0.00% | 0.896569 | -0.206472 | 2.638118 | -0.484745 | 2.161439 | -0.222577 | 0.421511 | 0.067768 | 0.6760 | 0.6896 | 0.3786 | 1.469299 | 1.477544 |
| 2459581 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.24% | 0.00% | 1.371359 | -0.188210 | 2.008255 | -0.175127 | 1.346312 | -0.189129 | 1.278155 | -0.473409 | 0.6832 | 0.6957 | 0.3722 | 1.797217 | 1.689546 |
| 2459580 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.599412 | -0.321823 | 2.956419 | -0.091232 | 1.534998 | 0.418526 | 8.957802 | 0.616587 | 0.6754 | 0.6892 | 0.3745 | 4.745734 | 4.239528 |
| 2459579 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.742444 | -0.461139 | 3.659395 | -0.189748 | 1.109887 | 0.559826 | 0.032729 | -0.185540 | 0.6718 | 0.6854 | 0.3757 | 0.000000 | 0.000000 |
| 2459578 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.639617 | 0.481559 | 0.315475 | -0.157156 | 2.655962 | -0.017497 | 2.596176 | -0.667021 | 0.0474 | 0.0443 | 0.0023 | nan | nan |
| 2459577 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 16.22% | 0.583060 | -0.099793 | 1.905436 | -0.243418 | 1.538641 | -0.054581 | 3.498079 | -0.552753 | 0.6725 | 0.6847 | 0.3772 | 1.632478 | 1.514300 |
| 2459576 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459575 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.30% | 0.00% | 0.031792 | -0.427017 | 1.605776 | -0.718383 | 0.345177 | -0.462024 | 1.363337 | -0.718987 | 0.7543 | 0.7630 | 0.3220 | 1.660197 | 1.584688 |
| 2459574 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.00% | 0.510404 | -0.441624 | 1.162545 | -0.668704 | 0.868626 | -1.301824 | 3.922191 | -0.407019 | 0.6945 | 0.7070 | 0.3737 | 1.648156 | 1.534911 |
| 2459573 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.00% | 0.630692 | 0.839547 | 3.770606 | -0.203178 | 0.917576 | -0.000669 | -0.078765 | 0.000783 | 0.6954 | 0.7062 | 0.3726 | 1.524582 | 1.524602 |
| 2459572 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.00% | 0.953780 | 0.731410 | 1.502877 | -0.423962 | 0.876019 | -0.627788 | -0.949221 | -0.311819 | 0.6998 | 0.7106 | 0.3685 | 1.550476 | 1.579836 |
| 2459571 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459570 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 0.54% | -0.516210 | -0.685104 | -0.382008 | -0.706475 | -0.426255 | -0.642635 | -0.586639 | -0.729019 | 0.6837 | 0.7006 | 0.3465 | 1.118534 | 1.134945 |
| 2459569 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 0.00% | 0.243683 | -0.084479 | 1.782686 | -0.533319 | 1.537112 | -0.788382 | 1.164603 | -0.678206 | 0.7660 | 0.7733 | 0.2352 | 2.113484 | 1.826892 |
| 2459566 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 0.00% | 0.458924 | -0.918451 | 2.410356 | -0.389011 | 0.332932 | 0.301469 | -0.030383 | -0.608507 | 0.6872 | 0.7046 | 0.3919 | 1.538291 | 1.529638 |
| 2459565 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | -2.008718 | -2.008718 | -1.878795 | -1.878795 | -0.888145 | -0.888145 | -0.944419 | -0.944419 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.20% | 0.00% | -0.672328 | -0.434364 | -2.543705 | 0.097592 | 0.597776 | 1.210468 | 1.876393 | -0.001373 | 0.7023 | 0.7114 | 0.3855 | 1.540172 | 1.470878 |
| 2459563 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | 0.342530 | -0.859455 | 2.336998 | 0.363287 | 0.103915 | 0.276039 | 2.212244 | -0.033021 | 0.6994 | 0.7121 | 0.3825 | 1.779686 | 1.613183 |
| 2459562 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -0.963275 | -0.611659 | -1.969856 | -0.565878 | -0.885388 | 0.289647 | 1.175740 | -0.018484 | 0.7003 | 0.7163 | 0.3791 | 1.855066 | 1.590630 |
| 2459561 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -0.910911 | -0.554143 | -2.221976 | -0.598573 | -1.400151 | 1.037684 | 0.313208 | -0.250333 | 0.7007 | 0.7179 | 0.3785 | 1.818046 | 1.597868 |
| 2459560 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -0.627745 | -0.562711 | -1.923083 | -0.672876 | -1.273672 | 1.092306 | 0.820666 | 0.018194 | 0.6984 | 0.7157 | 0.3873 | 1.720145 | 1.530092 |
| 2459559 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | -1.158277 | -0.970280 | -2.054655 | -0.907973 | -1.692782 | 0.685133 | 0.618245 | -0.219188 | 0.6953 | 0.7101 | 0.3798 | 1.797913 | 1.548945 |
| 2459558 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.097887 | -0.908040 | 2.970932 | -0.415418 | 0.867297 | 0.843217 | 7.140223 | 1.649111 | 0.6987 | 0.7090 | 0.3791 | 3.530879 | 3.104797 |
| 2459557 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0484 | 0.0375 | 0.0009 | nan | nan |
| 2459556 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.54% | 1.084986 | -0.843430 | 3.340075 | -0.543852 | 2.091317 | 0.804743 | 1.395347 | -0.014814 | 0.6932 | 0.7067 | 0.3827 | 1.730685 | 1.551916 |
| 2459554 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7025 | 0.7173 | 0.3884 | nan | nan |
| 2459553 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6970 | 0.7108 | 0.3867 | nan | nan |
| 2459552 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.039503 | -0.571472 | 4.236833 | 0.696416 | 6.174540 | 1.276894 | 1.218449 | -0.355803 | 0.7085 | 0.7171 | 0.3822 | 10.558333 | 8.521189 |
| 2459551 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | -0.348690 | -0.683535 | -2.319218 | -0.951913 | -2.111500 | 0.956746 | 0.854739 | -0.094389 | 0.7019 | 0.7161 | 0.3815 | 1.722023 | 1.543642 |
| 2459550 | digital_ok | - | 97.53% | 97.53% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0579 | 0.0556 | 0.0012 | nan | nan |
| 2459549 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 8.11% | 0.00% | 0.331912 | -0.740068 | 2.790229 | -0.279344 | 1.731650 | 0.735138 | 1.527485 | -0.436977 | 0.6949 | 0.7075 | 0.3967 | 1.763406 | 1.561660 |
| 2459542 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 22.32% | 0.00% | 0.445910 | -0.689724 | 3.419589 | 0.402168 | 0.878499 | -0.151573 | 3.217952 | -0.312664 | 0.7466 | 0.7501 | 0.3540 | 1.796495 | 1.554152 |
| 2459541 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459540 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 21.88% | 0.00% | -0.431427 | -0.483653 | -1.692099 | -0.573314 | -2.163379 | 0.049349 | 2.265383 | 0.045936 | 0.7527 | 0.7563 | 0.3383 | 1.590154 | 1.480570 |
| 2459536 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.742496 | -0.252424 | 5.273960 | 1.311242 | 4.548265 | -0.309835 | 24.860523 | 1.009287 | 0.7284 | 0.7348 | 0.4071 | 3.679547 | 3.013759 |
| 2459535 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.341264 | -0.609565 | -1.808128 | -0.527314 | -2.357819 | -0.632334 | 8.159926 | 0.394555 | 0.7890 | 0.7806 | 0.3514 | 4.054482 | 3.316293 |
| 2459534 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.932049 | -0.695565 | -1.977598 | -0.467808 | -0.835505 | -0.248962 | 9.683411 | 0.950684 | 0.7801 | 0.7679 | 0.3450 | 4.560150 | 3.588457 |
| 2459533 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.89% | 0.00% | 0.809314 | -0.566858 | 3.416184 | -0.163682 | 2.960087 | 0.266695 | -0.668887 | 0.677212 | 0.7190 | 0.7290 | 0.3952 | 1.530640 | 1.444519 |
| 2459532 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.071965 | -0.804224 | 4.547449 | -0.129418 | 3.395909 | -0.309707 | 1.274635 | 1.091269 | 0.7252 | 0.7356 | 0.3893 | 3.793286 | 3.327499 |
| 2459530 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.825846 | -0.511177 | -1.843484 | -0.612909 | -1.746659 | 0.527988 | 7.489119 | 0.717886 | 0.7319 | 0.7353 | 0.3925 | 4.688718 | 3.706526 |
| 2459527 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.165863 | 0.697302 | 2.970743 | -0.724515 | 3.056932 | 0.551017 | 1.888242 | -0.232409 | 0.9090 | 0.9357 | 0.3014 | 0.000000 | 0.000000 |
| 2459523 | digital_ok | 0.00% | - | - | - | 18.37% | 0.00% | 0.009068 | 3.716677 | 3.921516 | 0.111008 | 0.710317 | 0.573462 | 0.597444 | -0.477532 | nan | nan | nan | 2.242178 | 1.972029 |
| 2459522 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.533528 | 2.738588 | 4.314631 | 0.193803 | 0.751030 | -0.263758 | 9.374641 | 0.354222 | 0.6653 | 0.6721 | 0.3507 | 3.265445 | 3.655193 |
| 2459513 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 1.005183 | 0.468163 | 0.073181 | -0.628227 | 0.763107 | 0.089660 | 3.711661 | 0.329920 | 0.0554 | 0.0609 | 0.0076 | nan | nan |
| 2459508 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 81.58% | 0.00% | 0.579271 | -0.959269 | 2.451071 | -1.128482 | 1.121396 | -0.572549 | 1.541259 | -0.801094 | 0.9122 | 0.9435 | 0.1883 | 0.000000 | 0.000000 |
| 2459505 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.258469 | -1.222508 | 3.553213 | -0.218365 | 0.139474 | 0.330625 | 11.694456 | 0.754518 | 0.8896 | 0.8543 | 0.2093 | 26.775970 | 19.916951 |
| 2459503 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.741057 | -0.729579 | 3.573061 | 0.205561 | 5.652355 | 0.907112 | 3.845243 | 0.094397 | 0.8846 | 0.8779 | 0.4332 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Shape | -0.674072 | -0.674072 | -0.674072 | -0.674491 | -0.674491 | -0.674931 | -0.674931 | -0.674874 | -0.674874 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Discontinuties | 6.208676 | 0.259141 | -0.043452 | 2.929949 | 0.752256 | 0.797416 | 1.306840 | 6.208676 | 0.702090 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 3.011288 | 0.578897 | 0.239694 | 0.649870 | 3.011288 | 1.826444 | 0.506322 | 0.471351 | 2.989891 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 2.732540 | 0.686649 | 0.540558 | 2.732540 | 0.454483 | 1.167690 | 2.053039 | 0.681766 | 0.183203 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 3.418286 | 0.079341 | 0.587354 | 3.418286 | 0.946795 | 1.760754 | 1.734677 | 0.676800 | 0.369823 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 3.311900 | -0.219082 | 0.275208 | 0.738323 | 3.311900 | 1.364253 | 1.082088 | 0.844334 | 0.747289 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | -0.673032 | -0.673456 | -0.673456 | -0.673032 | -0.673032 | -0.674417 | -0.674417 | -0.674453 | -0.674453 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 3.472453 | 0.074674 | -0.160444 | 3.472453 | 1.407640 | 1.276013 | 1.207714 | 0.151655 | -0.007511 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 3.220660 | 0.253720 | 0.069716 | 0.891924 | 3.220660 | 0.257349 | 1.001888 | 1.727299 | 1.088416 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 6.072952 | -0.426667 | 0.200599 | 2.024786 | 6.072952 | 1.303380 | 0.161100 | 0.621892 | 0.907040 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | nn Temporal Discontinuties | 12.923056 | -0.443500 | -0.175985 | 0.354895 | 2.678848 | 3.680501 | 1.798992 | 12.923056 | 7.673978 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | nn Temporal Variability | 2.688917 | -1.080042 | 1.736898 | 0.245553 | 0.584193 | 2.688917 | 0.106115 | 0.121934 | -1.081626 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 3.358765 | -0.400699 | 0.167854 | 0.898538 | 3.358765 | 0.665935 | 1.167146 | 0.367061 | -0.123702 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 4.091588 | 0.472762 | 0.269991 | 1.176655 | 4.091588 | 1.864995 | 1.965144 | 1.356007 | -1.126832 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 3.188996 | 0.205857 | 0.109561 | 3.188996 | 0.334980 | 0.718634 | 1.188222 | -1.259674 | -0.022612 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 5.413509 | 0.516205 | 0.069241 | 1.979324 | 5.413509 | 1.811005 | 0.815177 | 0.688908 | 1.001432 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 3.263803 | 0.265978 | 0.152486 | 3.263803 | 0.465914 | 0.938479 | 1.120156 | -0.531504 | 0.009520 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Discontinuties | 3.971526 | 0.561919 | 0.146194 | 2.972946 | 0.174044 | 0.176825 | 0.278179 | 3.971526 | -0.032045 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 4.096116 | 0.700832 | -0.389103 | 4.096116 | 0.714540 | 1.333441 | -0.083802 | -0.643642 | -0.084781 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | inf | 314.890058 | 317.799039 | inf | inf | 31.948572 | 49.714493 | 390.792995 | 1007.610175 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 3.431803 | 0.679079 | 0.329510 | 3.431803 | 1.091819 | 2.273938 | 0.950789 | 1.001079 | 0.685564 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 4.335722 | 1.260001 | 0.896791 | 1.763506 | 4.335722 | 1.887363 | 2.707123 | 0.663388 | 2.658160 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 4.716046 | 1.478410 | 0.675014 | 1.527268 | 4.716046 | 1.293515 | 0.137083 | -0.086962 | 2.985342 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 4.235064 | 1.277583 | 0.640213 | 2.076683 | 4.235064 | 2.415371 | 3.961267 | -0.124379 | 3.002453 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | nn Temporal Variability | 1.481075 | 0.264826 | -0.417099 | -0.527434 | -0.708422 | 1.130192 | 1.481075 | 1.467799 | 0.179556 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Discontinuties | 3.689386 | 0.276547 | 1.631917 | 3.672508 | 0.762910 | 2.009309 | 0.113484 | 3.689386 | 0.257952 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 4.481524 | 0.580602 | -0.656557 | 4.481524 | 1.366331 | -0.501508 | 0.179721 | -0.248475 | -0.402939 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 5.372494 | -0.791057 | 0.849038 | 2.290278 | 5.372494 | 1.811556 | 0.823469 | 0.509478 | -0.591848 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 3.927964 | 0.691174 | -0.802898 | 3.927964 | 1.098980 | -0.241509 | 1.391804 | 1.206809 | 0.072648 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 3.872818 | -1.062102 | 0.557405 | 2.078729 | 3.872818 | 1.692300 | 0.567308 | 0.894155 | -0.180605 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 3.574811 | -1.154903 | 0.467789 | 0.972251 | 3.574811 | 0.021404 | 2.044563 | -0.042859 | 1.893112 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Variability | 3.218569 | 2.287399 | -0.173443 | 0.864702 | 2.765756 | 0.988240 | 3.218569 | 0.700368 | 2.394925 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 3.203520 | 0.312579 | -0.852205 | 3.203520 | 0.727554 | 0.994681 | 0.507662 | 2.115006 | 0.739769 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 3.791451 | 1.046261 | -0.390510 | 3.791451 | 1.500609 | 1.869507 | 1.284020 | 3.581576 | 0.225861 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Discontinuties | 1.108258 | -0.936618 | -0.021317 | -0.428112 | 0.406210 | 0.000142 | 0.846129 | -0.041703 | 1.108258 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 4.452259 | -0.481776 | 1.045331 | 1.411859 | 4.452259 | 1.598620 | 0.787941 | -0.384735 | -0.783667 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 3.955836 | 1.573297 | -0.196089 | 3.955836 | 0.866935 | 0.985922 | 1.810788 | 2.695345 | -0.292809 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 2.921890 | -0.525558 | -0.134064 | 0.377143 | 2.921890 | 0.067665 | 0.752123 | 0.021853 | 1.224032 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 4.766911 | 0.887958 | -0.810293 | 4.766911 | 1.540346 | 0.467577 | 1.176071 | 2.059270 | 0.027434 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | nn Power | inf | 354.478890 | 351.754851 | inf | inf | 102.847061 | 38.401837 | 512.757971 | 275.432028 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | nn Temporal Variability | 1.301440 | -0.200364 | -0.817886 | -0.880946 | -0.352871 | -1.156894 | 1.301440 | 0.536339 | -0.478779 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | nn Temporal Variability | 2.837655 | -0.370064 | 0.837210 | -0.225860 | 1.748476 | 1.482618 | 2.837655 | 0.848394 | 0.717942 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Variability | 9.681608 | 2.679551 | 0.279319 | 6.296145 | -0.421863 | 9.681608 | -0.191986 | 4.766734 | 1.981042 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Discontinuties | 4.541793 | 0.536739 | -0.309300 | 2.659081 | -0.695222 | 0.230126 | 1.284899 | 4.541793 | 0.907173 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 2.638118 | -0.206472 | 0.896569 | -0.484745 | 2.638118 | -0.222577 | 2.161439 | 0.067768 | 0.421511 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 2.008255 | 1.371359 | -0.188210 | 2.008255 | -0.175127 | 1.346312 | -0.189129 | 1.278155 | -0.473409 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Discontinuties | 8.957802 | -0.321823 | 0.599412 | -0.091232 | 2.956419 | 0.418526 | 1.534998 | 0.616587 | 8.957802 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 3.659395 | 0.742444 | -0.461139 | 3.659395 | -0.189748 | 1.109887 | 0.559826 | 0.032729 | -0.185540 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Variability | 2.655962 | 0.639617 | 0.481559 | 0.315475 | -0.157156 | 2.655962 | -0.017497 | 2.596176 | -0.667021 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Discontinuties | 3.498079 | -0.099793 | 0.583060 | -0.243418 | 1.905436 | -0.054581 | 1.538641 | -0.552753 | 3.498079 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 1.605776 | -0.427017 | 0.031792 | -0.718383 | 1.605776 | -0.462024 | 0.345177 | -0.718987 | 1.363337 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Discontinuties | 3.922191 | 0.510404 | -0.441624 | 1.162545 | -0.668704 | 0.868626 | -1.301824 | 3.922191 | -0.407019 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 3.770606 | 0.839547 | 0.630692 | -0.203178 | 3.770606 | -0.000669 | 0.917576 | 0.000783 | -0.078765 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 1.502877 | 0.731410 | 0.953780 | -0.423962 | 1.502877 | -0.627788 | 0.876019 | -0.311819 | -0.949221 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | -0.382008 | -0.516210 | -0.685104 | -0.382008 | -0.706475 | -0.426255 | -0.642635 | -0.586639 | -0.729019 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 1.782686 | -0.084479 | 0.243683 | -0.533319 | 1.782686 | -0.788382 | 1.537112 | -0.678206 | 1.164603 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 2.410356 | -0.918451 | 0.458924 | -0.389011 | 2.410356 | 0.301469 | 0.332932 | -0.608507 | -0.030383 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | nn Temporal Variability | -0.888145 | -2.008718 | -2.008718 | -1.878795 | -1.878795 | -0.888145 | -0.888145 | -0.944419 | -0.944419 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Discontinuties | 1.876393 | -0.672328 | -0.434364 | -2.543705 | 0.097592 | 0.597776 | 1.210468 | 1.876393 | -0.001373 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 2.336998 | 0.342530 | -0.859455 | 2.336998 | 0.363287 | 0.103915 | 0.276039 | 2.212244 | -0.033021 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Discontinuties | 1.175740 | -0.963275 | -0.611659 | -1.969856 | -0.565878 | -0.885388 | 0.289647 | 1.175740 | -0.018484 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | nn Temporal Variability | 1.037684 | -0.910911 | -0.554143 | -2.221976 | -0.598573 | -1.400151 | 1.037684 | 0.313208 | -0.250333 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | nn Temporal Variability | 1.092306 | -0.627745 | -0.562711 | -1.923083 | -0.672876 | -1.273672 | 1.092306 | 0.820666 | 0.018194 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | nn Temporal Variability | 0.685133 | -1.158277 | -0.970280 | -2.054655 | -0.907973 | -1.692782 | 0.685133 | 0.618245 | -0.219188 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Discontinuties | 7.140223 | -0.908040 | 1.097887 | -0.415418 | 2.970932 | 0.843217 | 0.867297 | 1.649111 | 7.140223 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 3.340075 | -0.843430 | 1.084986 | -0.543852 | 3.340075 | 0.804743 | 2.091317 | -0.014814 | 1.395347 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Variability | 6.174540 | -0.571472 | 0.039503 | 0.696416 | 4.236833 | 1.276894 | 6.174540 | -0.355803 | 1.218449 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | nn Temporal Variability | 0.956746 | -0.683535 | -0.348690 | -0.951913 | -2.319218 | 0.956746 | -2.111500 | -0.094389 | 0.854739 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 2.790229 | 0.331912 | -0.740068 | 2.790229 | -0.279344 | 1.731650 | 0.735138 | 1.527485 | -0.436977 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 3.419589 | -0.689724 | 0.445910 | 0.402168 | 3.419589 | -0.151573 | 0.878499 | -0.312664 | 3.217952 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Discontinuties | 2.265383 | -0.483653 | -0.431427 | -0.573314 | -1.692099 | 0.049349 | -2.163379 | 0.045936 | 2.265383 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Discontinuties | 24.860523 | -0.252424 | 0.742496 | 1.311242 | 5.273960 | -0.309835 | 4.548265 | 1.009287 | 24.860523 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Discontinuties | 8.159926 | -0.341264 | -0.609565 | -1.808128 | -0.527314 | -2.357819 | -0.632334 | 8.159926 | 0.394555 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Discontinuties | 9.683411 | -0.695565 | -0.932049 | -0.467808 | -1.977598 | -0.248962 | -0.835505 | 0.950684 | 9.683411 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 3.416184 | 0.809314 | -0.566858 | 3.416184 | -0.163682 | 2.960087 | 0.266695 | -0.668887 | 0.677212 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 4.547449 | 1.071965 | -0.804224 | 4.547449 | -0.129418 | 3.395909 | -0.309707 | 1.274635 | 1.091269 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Discontinuties | 7.489119 | -0.511177 | -0.825846 | -0.612909 | -1.843484 | 0.527988 | -1.746659 | 0.717886 | 7.489119 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Variability | 3.056932 | 0.165863 | 0.697302 | 2.970743 | -0.724515 | 3.056932 | 0.551017 | 1.888242 | -0.232409 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 3.921516 | 0.009068 | 3.716677 | 3.921516 | 0.111008 | 0.710317 | 0.573462 | 0.597444 | -0.477532 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Discontinuties | 9.374641 | 2.738588 | 0.533528 | 0.193803 | 4.314631 | -0.263758 | 0.751030 | 0.354222 | 9.374641 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Discontinuties | 3.711661 | 0.468163 | 1.005183 | -0.628227 | 0.073181 | 0.089660 | 0.763107 | 0.329920 | 3.711661 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 2.451071 | -0.959269 | 0.579271 | -1.128482 | 2.451071 | -0.572549 | 1.121396 | -0.801094 | 1.541259 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Variability | 3.804865 | 0.914806 | -0.841062 | 3.665280 | -0.937431 | 3.804865 | 0.072901 | -0.436952 | 0.101407 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Discontinuties | 11.694456 | -1.222508 | -0.258469 | -0.218365 | 3.553213 | 0.330625 | 0.139474 | 0.754518 | 11.694456 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Variability | 5.652355 | 1.741057 | -0.729579 | 3.573061 | 0.205561 | 5.652355 | 0.907112 | 3.845243 | 0.094397 |